Commit Graph

2 Commits

Author SHA1 Message Date
pseco 1ee5f21c7c Add BEIR analysis notebooks and evaluation pipeline for embedding models
- Created `n00 Beir Analysis_cosqa.ipynb` for analyzing CoSQA dataset with BEIR.
- Created `n00 first Analysis.ipynb` for initial analysis with embeddings.
- Implemented `evaluate_embeddings_pipeline.py` to evaluate embedding models across CodexGlue, CoSQA, and SciFact benchmarks.
- Added adapters for Ollama and HuggingFace embeddings to ensure compatibility with BEIR.
- Enhanced error handling and data normalization in embedding processes.
- Included functionality to load datasets from local cache or download if not present.
2026-03-26 09:37:37 +01:00
pseco 0d2cdd2190 Refactor AVAP dataset generation prompts and add synthetic data generation notebook
- Introduced a new notebook for generating synthetic datasets for AVAP, including loading AVAP and MBPP data, and creating prompts for LLM interactions.
2026-03-25 17:07:00 +01:00